Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 292 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.0 KiB |
| Average record size in memory | 252.4 B |
Variable types
| NUM | 16 |
|---|---|
| BOOL | 8 |
| CAT | 1 |
| DATE | 1 |
Reproduction
| Analysis started | 2020-05-05 17:44:48.952647 |
|---|---|
| Analysis finished | 2020-05-05 17:45:25.847126 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
udsventa has 57 (19.5%) zeros | Zeros |
udsprevisionempresa has 81 (27.7%) zeros | Zeros |
weekday has 41 (14.0%) zeros | Zeros |
sin_weekday has 41 (14.0%) zeros | Zeros |
roll4wd_udsventa has 50 (17.1%) zeros | Zeros |
roll4wd_udsstock has 18 (6.2%) zeros | Zeros |
udsprevisionempresa_shifted-1 has 82 (28.1%) zeros | Zeros |
udsprevisionempresa_shifted-2 has 83 (28.4%) zeros | Zeros |
udsstock_shifted7 has 7 (2.4%) zeros | Zeros |
roll4wd_udsstock_shifted1 has 19 (6.5%) zeros | Zeros |
roll4wd_udsstock_shifted7 has 25 (8.6%) zeros | Zeros |
udsventa_shifted1 has 57 (19.5%) zeros | Zeros |
| Distinct count | 292 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| Minimum | 2019-06-05 00:00:00 |
|---|---|
| Maximum | 2020-03-22 00:00:00 |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 30 |
|---|
| Value | Count | Frequency (%) | |
| 30 | 292 | 100.0% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
udsstock
Real number (ℝ≥0)
| Distinct count | 112 |
|---|---|
| Unique (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1123.1678761497085 |
|---|---|
| Minimum | 39.0 |
| Maximum | 2275.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 563.4 |
| Q1 | 874.75 |
| median | 1059 |
| Q3 | 1378.633333 |
| 95-th percentile | 1762.85 |
| Maximum | 2275 |
| Range | 2236 |
| Interquartile range (IQR) | 503.8833333 |
Descriptive statistics
| Standard deviation | 369.2913773 |
|---|---|
| Coefficient of variation (CV) | 0.3287944618 |
| Kurtosis | 0.5477746242 |
| Mean | 1123.167876 |
| Median Absolute Deviation (MAD) | 294.8023626 |
| Skewness | 0.06362069422 |
| Sum | 327965.0198 |
| Variance | 136376.1214 |
| Value | Count | Frequency (%) | |
| 985.92 | 28 | 9.6% | |
| 1432.423077 | 15 | 5.1% | |
| 801.4516129 | 13 | 4.5% | |
| 1378.633333 | 12 | 4.1% | |
| 1301.896552 | 11 | 3.8% | |
| 1055.258065 | 10 | 3.4% | |
| 1046 | 7 | 2.4% | |
| 982 | 6 | 2.1% | |
| 1201 | 6 | 2.1% | |
| 762 | 6 | 2.1% | |
| Other values (102) | 178 | 61.0% |
| Value | Count | Frequency (%) | |
| 39 | 1 | 0.3% | |
| 64 | 1 | 0.3% | |
| 129 | 1 | 0.3% | |
| 211 | 1 | 0.3% | |
| 232 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2275 | 1 | 0.3% | |
| 2261 | 1 | 0.3% | |
| 2157 | 1 | 0.3% | |
| 1989 | 1 | 0.3% | |
| 1951 | 1 | 0.3% |
| Distinct count | 81 |
|---|---|
| Unique (%) | 27.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 471.44520547945206 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1938.0 |
| Zeros | 57 |
| Zeros (%) | 19.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 282.5 |
| median | 492 |
| Q3 | 651.5 |
| 95-th percentile | 923.55 |
| Maximum | 1938 |
| Range | 1938 |
| Interquartile range (IQR) | 369 |
Descriptive statistics
| Standard deviation | 325.9941713 |
|---|---|
| Coefficient of variation (CV) | 0.6914783893 |
| Kurtosis | 1.916153376 |
| Mean | 471.4452055 |
| Median Absolute Deviation (MAD) | 246.4124132 |
| Skewness | 0.6407138395 |
| Sum | 137662 |
| Variance | 106272.1997 |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 511 | 9 | 3.1% | |
| 600 | 7 | 2.4% | |
| 492 | 7 | 2.4% | |
| 590 | 7 | 2.4% | |
| 442 | 6 | 2.1% | |
| 314 | 6 | 2.1% | |
| 649 | 6 | 2.1% | |
| 354 | 6 | 2.1% | |
| 432 | 6 | 2.1% | |
| Other values (71) | 175 | 59.9% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 137 | 1 | 0.3% | |
| 147 | 1 | 0.3% | |
| 157 | 1 | 0.3% | |
| 216 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1938 | 1 | 0.3% | |
| 1741 | 1 | 0.3% | |
| 1603 | 2 | 0.7% | |
| 1407 | 1 | 0.3% | |
| 1170 | 1 | 0.3% |
| Distinct count | 199 |
|---|---|
| Unique (%) | 68.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2104.6335616438355 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17426.0 |
| Zeros | 81 |
| Zeros (%) | 27.7% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1504 |
| Q3 | 3248 |
| 95-th percentile | 6710.75 |
| Maximum | 17426 |
| Range | 17426 |
| Interquartile range (IQR) | 3248 |
Descriptive statistics
| Standard deviation | 2438.826205 |
|---|---|
| Coefficient of variation (CV) | 1.158788993 |
| Kurtosis | 7.381238809 |
| Mean | 2104.633562 |
| Median Absolute Deviation (MAD) | 1786.92447 |
| Skewness | 2.130107474 |
| Sum | 614553 |
| Variance | 5947873.257 |
| Value | Count | Frequency (%) | |
| 0 | 81 | 27.7% | |
| 2078 | 2 | 0.7% | |
| 1050 | 2 | 0.7% | |
| 1700 | 2 | 0.7% | |
| 1889 | 2 | 0.7% | |
| 2987 | 2 | 0.7% | |
| 123 | 2 | 0.7% | |
| 1613 | 2 | 0.7% | |
| 2084 | 2 | 0.7% | |
| 712 | 2 | 0.7% | |
| Other values (189) | 193 | 66.1% |
| Value | Count | Frequency (%) | |
| 0 | 81 | 27.7% | |
| 62 | 1 | 0.3% | |
| 98 | 1 | 0.3% | |
| 123 | 2 | 0.7% | |
| 169 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 17426 | 1 | 0.3% | |
| 13665 | 1 | 0.3% | |
| 11310 | 1 | 0.3% | |
| 10044 | 1 | 0.3% | |
| 10028 | 1 | 0.3% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 292 | 100.0% |
festivo
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 284 | 97.3% | |
| 1 | 8 | 2.7% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.017123287671233 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.999067122 |
|---|---|
| Coefficient of variation (CV) | 0.662573893 |
| Kurtosis | -1.24431598 |
| Mean | 3.017123288 |
| Median Absolute Deviation (MAD) | 1.711249765 |
| Skewness | -0.01071552041 |
| Sum | 881 |
| Variance | 3.996269359 |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% | |
| 1 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| 0 | 41 | 14.0% | |
| 1 | 41 | 14.0% | |
| 2 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 4 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% |
working_day
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 420.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) | |
| True | 242 | 82.9% | |
| False | 50 | 17.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002677505076945293 |
|---|---|
| Minimum | -0.9749279121818236 |
| Maximum | 0.9749279121818236 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9749279122 |
|---|---|
| 5-th percentile | -0.9749279122 |
| Q1 | -0.7818314825 |
| median | 0 |
| Q3 | 0.7818314825 |
| 95-th percentile | 0.9749279122 |
| Maximum | 0.9749279122 |
| Range | 1.949855824 |
| Interquartile range (IQR) | 1.563662965 |
Descriptive statistics
| Standard deviation | 0.7092579884 |
|---|---|
| Coefficient of variation (CV) | -264.895105 |
| Kurtosis | -1.507989269 |
| Mean | -0.002677505077 |
| Median Absolute Deviation (MAD) | 0.6278742875 |
| Skewness | 0.006768729133 |
| Sum | -0.7818314825 |
| Variance | 0.5030468941 |
| Value | Count | Frequency (%) | |
| -0.4338837391 | 42 | 14.4% | |
| 0.4338837391 | 42 | 14.4% | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| -0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| -0.4338837391 | 42 | 14.4% |
cos_weekday
Real number (ℝ)
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005559896581708024 |
|---|---|
| Minimum | -0.9009688679024191 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9009688679 |
|---|---|
| 5-th percentile | -0.9009688679 |
| Q1 | -0.9009688679 |
| median | -0.222520934 |
| Q3 | 0.6234898019 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1.900968868 |
| Interquartile range (IQR) | 1.52445867 |
Descriptive statistics
| Standard deviation | 0.7073551581 |
|---|---|
| Coefficient of variation (CV) | -127.2245172 |
| Kurtosis | -1.502452694 |
| Mean | -0.005559896582 |
| Median Absolute Deviation (MAD) | 0.6399937036 |
| Skewness | 0.01159750905 |
| Sum | -1.623489802 |
| Variance | 0.5003513197 |
| Value | Count | Frequency (%) | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% | |
| 0.6234898019 | 41 | 14.0% | |
| 1 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 1 | 41 | 14.0% | |
| 0.6234898019 | 41 | 14.0% | |
| 0.6234898019 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% |
is_august
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 31 |
| Value | Count | Frequency (%) | |
| 0 | 261 | 89.4% | |
| 1 | 31 | 10.6% |
spring
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 291 | 99.7% | |
| 1 | 1 | 0.3% |
summer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 184 | 63.0% | |
| 1 | 108 | 37.0% |
autumn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 202 | 69.2% | |
| 1 | 90 | 30.8% |
winter
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 200 | 68.5% | |
| 1 | 92 | 31.5% |
| Distinct count | 232 |
|---|---|
| Unique (%) | 79.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.9450709393347 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1293.25 |
| Zeros | 50 |
| Zeros (%) | 17.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 342.75 |
| median | 514.4857143 |
| Q3 | 670.90625 |
| 95-th percentile | 840.88125 |
| Maximum | 1293.25 |
| Range | 1293.25 |
| Interquartile range (IQR) | 328.15625 |
Descriptive statistics
| Standard deviation | 265.7875319 |
|---|---|
| Coefficient of variation (CV) | 0.5619839348 |
| Kurtosis | -0.3151438339 |
| Mean | 472.9450709 |
| Median Absolute Deviation (MAD) | 206.6661356 |
| Skewness | -0.4588403434 |
| Sum | 138099.9607 |
| Variance | 70643.01213 |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 518.5 | 3 | 1.0% | |
| 700.625 | 2 | 0.7% | |
| 479.25 | 2 | 0.7% | |
| 640.375 | 2 | 0.7% | |
| 606 | 2 | 0.7% | |
| 539.5 | 2 | 0.7% | |
| 680.75 | 2 | 0.7% | |
| 719.125 | 2 | 0.7% | |
| 511 | 2 | 0.7% | |
| Other values (222) | 223 | 76.4% |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 190.2 | 1 | 0.3% | |
| 207.4285714 | 1 | 0.3% | |
| 211.125 | 1 | 0.3% | |
| 228.25 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1293.25 | 1 | 0.3% | |
| 983.375 | 1 | 0.3% | |
| 977.375 | 1 | 0.3% | |
| 944 | 1 | 0.3% | |
| 936.75 | 1 | 0.3% |
| Distinct count | 246 |
|---|---|
| Unique (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1091.4691903131115 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2261.0 |
| Zeros | 18 |
| Zeros (%) | 6.2% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 850.0714286 |
| median | 1103.375 |
| Q3 | 1375.616071 |
| 95-th percentile | 1724.45 |
| Maximum | 2261 |
| Range | 2261 |
| Interquartile range (IQR) | 525.5446429 |
Descriptive statistics
| Standard deviation | 439.1105411 |
|---|---|
| Coefficient of variation (CV) | 0.4023114395 |
| Kurtosis | 0.8234067468 |
| Mean | 1091.46919 |
| Median Absolute Deviation (MAD) | 332.4997891 |
| Skewness | -0.4765377168 |
| Sum | 318709.0036 |
| Variance | 192818.0673 |
| Value | Count | Frequency (%) | |
| 0 | 18 | 6.2% | |
| 1524 | 6 | 2.1% | |
| 1240 | 4 | 1.4% | |
| 1040 | 3 | 1.0% | |
| 930 | 3 | 1.0% | |
| 1356 | 2 | 0.7% | |
| 749 | 2 | 0.7% | |
| 725.125 | 2 | 0.7% | |
| 814 | 2 | 0.7% | |
| 234 | 2 | 0.7% | |
| Other values (236) | 248 | 84.9% |
| Value | Count | Frequency (%) | |
| 0 | 18 | 6.2% | |
| 234 | 2 | 0.7% | |
| 395.4 | 1 | 0.3% | |
| 465 | 1 | 0.3% | |
| 474 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2261 | 1 | 0.3% | |
| 2193 | 1 | 0.3% | |
| 2157 | 1 | 0.3% | |
| 2125 | 1 | 0.3% | |
| 2057 | 1 | 0.3% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 67.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2065.900684931507 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17426.0 |
| Zeros | 82 |
| Zeros (%) | 28.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1497 |
| Q3 | 3238 |
| 95-th percentile | 6362.25 |
| Maximum | 17426 |
| Range | 17426 |
| Interquartile range (IQR) | 3238 |
Descriptive statistics
| Standard deviation | 2381.258266 |
|---|---|
| Coefficient of variation (CV) | 1.152648955 |
| Kurtosis | 7.78317939 |
| Mean | 2065.900685 |
| Median Absolute Deviation (MAD) | 1755.857642 |
| Skewness | 2.135218212 |
| Sum | 603243 |
| Variance | 5670390.928 |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 712 | 2 | 0.7% | |
| 289 | 2 | 0.7% | |
| 1700 | 2 | 0.7% | |
| 123 | 2 | 0.7% | |
| 1889 | 2 | 0.7% | |
| 2987 | 2 | 0.7% | |
| 1613 | 2 | 0.7% | |
| 2084 | 2 | 0.7% | |
| 1050 | 2 | 0.7% | |
| Other values (188) | 192 | 65.8% |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 62 | 1 | 0.3% | |
| 98 | 1 | 0.3% | |
| 123 | 2 | 0.7% | |
| 169 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 17426 | 1 | 0.3% | |
| 13665 | 1 | 0.3% | |
| 10044 | 1 | 0.3% | |
| 10028 | 1 | 0.3% | |
| 9210 | 1 | 0.3% |
| Distinct count | 197 |
|---|---|
| Unique (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2006.222602739726 |
|---|---|
| Minimum | 0.0 |
| Maximum | 13665.0 |
| Zeros | 83 |
| Zeros (%) | 28.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1483.5 |
| Q3 | 3217 |
| 95-th percentile | 6056.45 |
| Maximum | 13665 |
| Range | 13665 |
| Interquartile range (IQR) | 3217 |
Descriptive statistics
| Standard deviation | 2206.970451 |
|---|---|
| Coefficient of variation (CV) | 1.100062599 |
| Kurtosis | 3.567751145 |
| Mean | 2006.222603 |
| Median Absolute Deviation (MAD) | 1700.639707 |
| Skewness | 1.594447458 |
| Sum | 585817 |
| Variance | 4870718.572 |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 2078 | 2 | 0.7% | |
| 1700 | 2 | 0.7% | |
| 2322 | 2 | 0.7% | |
| 2987 | 2 | 0.7% | |
| 1050 | 2 | 0.7% | |
| 1613 | 2 | 0.7% | |
| 1889 | 2 | 0.7% | |
| 2084 | 2 | 0.7% | |
| 123 | 2 | 0.7% | |
| Other values (187) | 191 | 65.4% |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 62 | 1 | 0.3% | |
| 98 | 1 | 0.3% | |
| 123 | 2 | 0.7% | |
| 169 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 13665 | 1 | 0.3% | |
| 10044 | 1 | 0.3% | |
| 10028 | 1 | 0.3% | |
| 9210 | 1 | 0.3% | |
| 8989 | 1 | 0.3% |
udsstock_shifted1
Real number (ℝ≥0)
| Distinct count | 112 |
|---|---|
| Unique (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1118.3391090264208 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2275.0 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 510.25 |
| Q1 | 865 |
| median | 1057.129032 |
| Q3 | 1378.633333 |
| 95-th percentile | 1762.85 |
| Maximum | 2275 |
| Range | 2275 |
| Interquartile range (IQR) | 513.6333333 |
Descriptive statistics
| Standard deviation | 374.7066489 |
|---|---|
| Coefficient of variation (CV) | 0.3350563759 |
| Kurtosis | 0.6265564814 |
| Mean | 1118.339109 |
| Median Absolute Deviation (MAD) | 297.2696412 |
| Skewness | 0.005092935235 |
| Sum | 326555.0198 |
| Variance | 140405.0727 |
| Value | Count | Frequency (%) | |
| 985.92 | 28 | 9.6% | |
| 1432.423077 | 15 | 5.1% | |
| 801.4516129 | 13 | 4.5% | |
| 1378.633333 | 12 | 4.1% | |
| 1301.896552 | 11 | 3.8% | |
| 1055.258065 | 10 | 3.4% | |
| 1046 | 7 | 2.4% | |
| 762 | 6 | 2.1% | |
| 982 | 6 | 2.1% | |
| 1201 | 6 | 2.1% | |
| Other values (102) | 178 | 61.0% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 39 | 1 | 0.3% | |
| 64 | 1 | 0.3% | |
| 129 | 1 | 0.3% | |
| 211 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2275 | 1 | 0.3% | |
| 2261 | 1 | 0.3% | |
| 2157 | 1 | 0.3% | |
| 1989 | 1 | 0.3% | |
| 1951 | 1 | 0.3% |
| Distinct count | 109 |
|---|---|
| Unique (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1095.6398690794479 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2261.0 |
| Zeros | 7 |
| Zeros (%) | 2.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 424.05 |
| Q1 | 840 |
| median | 1055.258065 |
| Q3 | 1378.633333 |
| 95-th percentile | 1721.25 |
| Maximum | 2261 |
| Range | 2261 |
| Interquartile range (IQR) | 538.6333333 |
Descriptive statistics
| Standard deviation | 395.0118717 |
|---|---|
| Coefficient of variation (CV) | 0.3605307573 |
| Kurtosis | 0.7310567534 |
| Mean | 1095.639869 |
| Median Absolute Deviation (MAD) | 307.425108 |
| Skewness | -0.3099972447 |
| Sum | 319926.8418 |
| Variance | 156034.3788 |
| Value | Count | Frequency (%) | |
| 985.92 | 27 | 9.2% | |
| 1432.423077 | 15 | 5.1% | |
| 801.4516129 | 13 | 4.5% | |
| 1378.633333 | 12 | 4.1% | |
| 1301.896552 | 11 | 3.8% | |
| 1055.258065 | 9 | 3.1% | |
| 0 | 7 | 2.4% | |
| 1046 | 7 | 2.4% | |
| 1201 | 6 | 2.1% | |
| 982 | 6 | 2.1% | |
| Other values (99) | 179 | 61.3% |
| Value | Count | Frequency (%) | |
| 0 | 7 | 2.4% | |
| 64 | 1 | 0.3% | |
| 129 | 1 | 0.3% | |
| 211 | 1 | 0.3% | |
| 232 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2261 | 1 | 0.3% | |
| 2157 | 1 | 0.3% | |
| 1989 | 1 | 0.3% | |
| 1951 | 1 | 0.3% | |
| 1938 | 2 | 0.7% |
| Distinct count | 245 |
|---|---|
| Unique (%) | 83.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1086.6404231898239 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2261.0 |
| Zeros | 19 |
| Zeros (%) | 6.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 848.55 |
| median | 1100.125 |
| Q3 | 1373.361607 |
| 95-th percentile | 1724.45 |
| Maximum | 2261 |
| Range | 2261 |
| Interquartile range (IQR) | 524.8116071 |
Descriptive statistics
| Standard deviation | 443.3281353 |
|---|---|
| Coefficient of variation (CV) | 0.4079805295 |
| Kurtosis | 0.7846908301 |
| Mean | 1086.640423 |
| Median Absolute Deviation (MAD) | 335.2445583 |
| Skewness | -0.4830823537 |
| Sum | 317299.0036 |
| Variance | 196539.8355 |
| Value | Count | Frequency (%) | |
| 0 | 19 | 6.5% | |
| 1524 | 6 | 2.1% | |
| 1240 | 4 | 1.4% | |
| 1040 | 3 | 1.0% | |
| 930 | 3 | 1.0% | |
| 1628 | 2 | 0.7% | |
| 749 | 2 | 0.7% | |
| 1057.714286 | 2 | 0.7% | |
| 1149.857143 | 2 | 0.7% | |
| 1130 | 2 | 0.7% | |
| Other values (235) | 247 | 84.6% |
| Value | Count | Frequency (%) | |
| 0 | 19 | 6.5% | |
| 234 | 2 | 0.7% | |
| 395.4 | 1 | 0.3% | |
| 465 | 1 | 0.3% | |
| 474 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2261 | 1 | 0.3% | |
| 2193 | 1 | 0.3% | |
| 2157 | 1 | 0.3% | |
| 2125 | 1 | 0.3% | |
| 2057 | 1 | 0.3% |
| Distinct count | 239 |
|---|---|
| Unique (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1064.9078889432485 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2261.0 |
| Zeros | 25 |
| Zeros (%) | 8.6% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 838.59375 |
| median | 1080.5 |
| Q3 | 1362.834821 |
| 95-th percentile | 1707.2125 |
| Maximum | 2261 |
| Range | 2261 |
| Interquartile range (IQR) | 524.2410714 |
Descriptive statistics
| Standard deviation | 464.2354804 |
|---|---|
| Coefficient of variation (CV) | 0.4359395637 |
| Kurtosis | 0.6121483659 |
| Mean | 1064.907889 |
| Median Absolute Deviation (MAD) | 349.4929172 |
| Skewness | -0.5378780552 |
| Sum | 310953.1036 |
| Variance | 215514.5813 |
| Value | Count | Frequency (%) | |
| 0 | 25 | 8.6% | |
| 1524 | 6 | 2.1% | |
| 1240 | 4 | 1.4% | |
| 1040 | 3 | 1.0% | |
| 930 | 3 | 1.0% | |
| 710.875 | 2 | 0.7% | |
| 1149.857143 | 2 | 0.7% | |
| 1057.714286 | 2 | 0.7% | |
| 1130 | 2 | 0.7% | |
| 725.125 | 2 | 0.7% | |
| Other values (229) | 241 | 82.5% |
| Value | Count | Frequency (%) | |
| 0 | 25 | 8.6% | |
| 234 | 2 | 0.7% | |
| 474 | 1 | 0.3% | |
| 558.375 | 1 | 0.3% | |
| 566.75 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2261 | 1 | 0.3% | |
| 2193 | 1 | 0.3% | |
| 2157 | 1 | 0.3% | |
| 2125 | 1 | 0.3% | |
| 2057 | 1 | 0.3% |
| Distinct count | 81 |
|---|---|
| Unique (%) | 27.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 471.44520547945206 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1938.0 |
| Zeros | 57 |
| Zeros (%) | 19.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 282.5 |
| median | 492 |
| Q3 | 651.5 |
| 95-th percentile | 923.55 |
| Maximum | 1938 |
| Range | 1938 |
| Interquartile range (IQR) | 369 |
Descriptive statistics
| Standard deviation | 325.9941713 |
|---|---|
| Coefficient of variation (CV) | 0.6914783893 |
| Kurtosis | 1.916153376 |
| Mean | 471.4452055 |
| Median Absolute Deviation (MAD) | 246.4124132 |
| Skewness | 0.6407138395 |
| Sum | 137662 |
| Variance | 106272.1997 |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 511 | 9 | 3.1% | |
| 492 | 7 | 2.4% | |
| 590 | 7 | 2.4% | |
| 600 | 7 | 2.4% | |
| 442 | 6 | 2.1% | |
| 649 | 6 | 2.1% | |
| 314 | 6 | 2.1% | |
| 354 | 6 | 2.1% | |
| 432 | 6 | 2.1% | |
| Other values (71) | 175 | 59.9% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 137 | 1 | 0.3% | |
| 147 | 1 | 0.3% | |
| 157 | 1 | 0.3% | |
| 216 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1938 | 1 | 0.3% | |
| 1741 | 1 | 0.3% | |
| 1603 | 2 | 0.7% | |
| 1407 | 1 | 0.3% | |
| 1170 | 1 | 0.3% |
roll4_udstock_shifted1
Real number (ℝ≥0)
| Distinct count | 269 |
|---|---|
| Unique (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1109.466899714614 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1782.3291666666667 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 705.6465161 |
| Q1 | 936.5 |
| median | 1115.625 |
| Q3 | 1290.739043 |
| 95-th percentile | 1505.98125 |
| Maximum | 1782.329167 |
| Range | 1782.329167 |
| Interquartile range (IQR) | 354.2390434 |
Descriptive statistics
| Standard deviation | 255.7206052 |
|---|---|
| Coefficient of variation (CV) | 0.2304896209 |
| Kurtosis | 0.7859510442 |
| Mean | 1109.4669 |
| Median Absolute Deviation (MAD) | 202.4618782 |
| Skewness | -0.2530785162 |
| Sum | 323964.3347 |
| Variance | 65393.02791 |
| Value | Count | Frequency (%) | |
| 1192.855723 | 7 | 2.4% | |
| 1320.939027 | 6 | 2.1% | |
| 1018.674336 | 4 | 1.4% | |
| 1316.15885 | 4 | 1.4% | |
| 925.4116129 | 2 | 0.7% | |
| 1279.125 | 2 | 0.7% | |
| 991.8352957 | 2 | 0.7% | |
| 1175.627795 | 2 | 0.7% | |
| 1299.875 | 2 | 0.7% | |
| 1133.75 | 2 | 0.7% | |
| Other values (259) | 259 | 88.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 316.5 | 1 | 0.3% | |
| 539.375 | 1 | 0.3% | |
| 554.8291667 | 1 | 0.3% | |
| 568.125 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1782.329167 | 1 | 0.3% | |
| 1757 | 1 | 0.3% | |
| 1687.125 | 1 | 0.3% | |
| 1679.427885 | 1 | 0.3% | |
| 1677.375 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019-06-05 | 30 | 1266.000000 | 738.0 | 11310.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 738.00 | 1266.0 | 17426.0 | 13665.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 1 | 2019-06-06 | 30 | 1378.633333 | 944.0 | 17426.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 944.00 | 0.0 | 13665.0 | 2876.0 | 1266.000000 | 0.000000 | 1266.0 | 0.0 | 738.0 | 316.500000 |
| 2 | 2019-06-07 | 30 | 1301.896552 | 836.0 | 13665.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 836.00 | 0.0 | 2876.0 | 0.0 | 1378.633333 | 0.000000 | 0.0 | 0.0 | 944.0 | 739.519048 |
| 3 | 2019-06-08 | 30 | 1432.423077 | 295.0 | 2876.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 295.00 | 0.0 | 0.0 | 5371.0 | 1301.896552 | 0.000000 | 0.0 | 0.0 | 836.0 | 1154.474569 |
| 4 | 2019-06-09 | 30 | 985.920000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 0.00 | 0.0 | 5371.0 | 3684.0 | 1432.423077 | 0.000000 | 0.0 | 0.0 | 295.0 | 1342.501592 |
| 5 | 2019-06-10 | 30 | 985.920000 | 511.0 | 5371.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 1 | 0 | 0 | 511.00 | 0.0 | 3684.0 | 1661.0 | 985.920000 | 0.000000 | 0.0 | 0.0 | 0.0 | 1320.939027 |
| 6 | 2019-06-11 | 30 | 849.000000 | 541.0 | 3684.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 541.00 | 849.0 | 1661.0 | 2900.0 | 985.920000 | 0.000000 | 0.0 | 0.0 | 511.0 | 1192.855723 |
| 7 | 2019-06-12 | 30 | 1508.000000 | 492.0 | 1661.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 676.50 | 1326.5 | 2900.0 | 3532.0 | 849.000000 | 1266.000000 | 849.0 | 1266.0 | 541.0 | 1024.617885 |
| 8 | 2019-06-13 | 30 | 1938.000000 | 698.0 | 2900.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 882.50 | 1938.0 | 3532.0 | 1313.0 | 1508.000000 | 1378.633333 | 1326.5 | 0.0 | 492.0 | 999.835000 |
| 9 | 2019-06-14 | 30 | 1356.000000 | 1033.0 | 3532.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 885.25 | 1356.0 | 1313.0 | 0.0 | 1938.000000 | 1301.896552 | 1938.0 | 0.0 | 698.0 | 1249.365000 |
Last rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 282 | 2020-03-13 | 30 | 1301.896552 | 1603.0 | 7439.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 936.750 | 1079.0 | 0.0 | 0.0 | 1378.633333 | 1301.896552 | 1544.0 | 1297.000000 | 314.0 | 770.415941 |
| 283 | 2020-03-14 | 30 | 1432.423077 | 1603.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 468.000 | 234.0 | 0.0 | 946.0 | 1301.896552 | 1432.423077 | 1079.0 | 234.000000 | 1603.0 | 1101.821343 |
| 284 | 2020-03-15 | 30 | 985.920000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 0.000 | 0.0 | 946.0 | 1375.0 | 1432.423077 | 985.920000 | 234.0 | 0.000000 | 1603.0 | 1316.158850 |
| 285 | 2020-03-16 | 30 | 985.920000 | 383.0 | 946.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 0 | 0 | 1 | 661.125 | 1783.0 | 1375.0 | 2265.0 | 985.920000 | 985.920000 | 0.0 | 1453.500000 | 0.0 | 1320.939027 |
| 286 | 2020-03-17 | 30 | 39.000000 | 1741.0 | 1375.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 545.750 | 395.4 | 2265.0 | 3526.0 | 985.920000 | 211.000000 | 1783.0 | 998.200000 | 383.0 | 1192.855723 |
| 287 | 2020-03-18 | 30 | 1055.258065 | 551.0 | 2265.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 508.500 | 465.0 | 3526.0 | 3892.0 | 39.000000 | 1055.258065 | 395.4 | 725.285714 | 1741.0 | 923.367885 |
| 288 | 2020-03-19 | 30 | 762.000000 | 1407.0 | 3526.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 621.750 | 1153.0 | 3892.0 | 0.0 | 1055.258065 | 1378.633333 | 465.0 | 1544.000000 | 551.0 | 639.492258 |
| 289 | 2020-03-20 | 30 | 1511.000000 | 1938.0 | 3892.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 1293.250 | 1295.0 | 0.0 | 0.0 | 762.000000 | 1301.896552 | 1153.0 | 1079.000000 | 1407.0 | 628.836774 |
| 290 | 2020-03-21 | 30 | 2275.000000 | 246.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 765.625 | 1254.5 | 0.0 | 0.0 | 1511.000000 | 1432.423077 | 1295.0 | 234.000000 | 1938.0 | 875.221774 |
| 291 | 2020-03-22 | 30 | 1410.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 1 | 0 | 0 | 1 | 0.000 | 1410.0 | 0.0 | 0.0 | 2275.000000 | 985.920000 | 1254.5 | 0.000000 | 246.0 | 1268.657258 |